ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019

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Public spending should be aimed at improving the level of well-being of the citizens of a given region, meeting efficiency and equity goals. The purpose of this document is to visualize the behavior of indicators for the period 2001-2019 in a general and sectoral manner in education, health, through...

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Detalles Bibliográficos
Autores: Romero Cuadros, Italo Brayan, Gamboa Unsihuay, Jesús Eduardo
Formato: artículo
Fecha de Publicación:2023
Institución:Universidad Nacional Federico Villarreal
Repositorio:Revistas - Universidad Nacional Federico Villarreal
Lenguaje:español
OAI Identifier:oai:ojs2.revistas.unfv.edu.pe:article/1603
Enlace del recurso:https://revistas.unfv.edu.pe/RCV/article/view/1603
Nivel de acceso:acceso abierto
Materia:clusters; time series; dynamic time warping; silhouette index; public spending; efficiency.
conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia.
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spelling ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019Eficiencia económica del gasto público en el Perú, un análisis longitudinal de indicadores de salud y educación 2001-2019Romero Cuadros, Italo BrayanGamboa Unsihuay, Jesús Eduardoclusters; time series; dynamic time warping; silhouette index; public spending; efficiency.conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia.Public spending should be aimed at improving the level of well-being of the citizens of a given region, meeting efficiency and equity goals. The purpose of this document is to visualize the behavior of indicators for the period 2001-2019 in a general and sectoral manner in education, health, through the Free Disposal Hull methodology applying the time series conglomerate technique. The results generate two types of clusters separating regions that apply good results and another group that obtain adverse results both at the sectoral level for education, health, and globally, due to regions with high performance and comparatively lower public spending. It is concluded that having a greater amount of resources from the public sector does not necessarily mean greater development of said region, other possible factors should be considered, as is the case of regions such as Apurímac, Ayacucho and Huancavelica that have a high presence of public spending, present a relatively low performance compared to the other regions in all the sectors analyzed, indicating that efficiency should be improved by using a smaller amount of tax revenue.El gasto público debería orientarse a mejorar el nivel de bienestar de los ciudadanos de una determinada región cumpliendo con metas de eficiencia y equidad. Este documento tiene como propósito de visualizar el comportamiento de indicadores para el periodo del 2001-2019 de manera general y sectorial en educación, salud, mediante la metodología de Free Disposal Hull aplicando la técnica de conglomerados de series de tiempo. Los resultados generan dos tipos de clusters separando regiones que aplican buenos resultados y otro grupo que obtienen resultados adversos tanto a nivel sectorial por educación, salud y global, debido a regiones con alto desempeño y gasto público menor comparativo. Se concluye que no necesariamente tener una mayor cantidad de recursos provenientes del sector público signifique mayor desarrollo de dicha región, se deben considerar otros factores posibles, como es el caso de las regiones como Apurímac, Ayacucho y Huancavelica que tienen una alta presencia del gasto público, presentan desempeño bajo relativamente con las demás regiones en todos los sector analizados, indicando que se debe mejorar la eficiencia empleando una menor cantidad de rentas fiscales.Universidad Nacional Federico Villarreal2023-08-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlapplication/epub+ziphttps://revistas.unfv.edu.pe/RCV/article/view/1603Cátedra Villarreal; Vol. 11 No. 1 (2023): Cátedra Villarreal; 36-47Cátedra Villarreal; Vol. 11 Núm. 1 (2023): Cátedra Villarreal; 36-472311-22122310-4767reponame:Revistas - Universidad Nacional Federico Villarrealinstname:Universidad Nacional Federico Villarrealinstacron:UNFVspahttps://revistas.unfv.edu.pe/RCV/article/view/1603/2534https://revistas.unfv.edu.pe/RCV/article/view/1603/2535https://revistas.unfv.edu.pe/RCV/article/view/1603/2536Derechos de autor 2023 Jesús Eduardo Gamboa Unsihuayhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs2.revistas.unfv.edu.pe:article/16032023-10-25T16:39:07Z
dc.title.none.fl_str_mv ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
Eficiencia económica del gasto público en el Perú, un análisis longitudinal de indicadores de salud y educación 2001-2019
title ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
spellingShingle ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
Romero Cuadros, Italo Brayan
clusters; time series; dynamic time warping; silhouette index; public spending; efficiency.
conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia.
title_short ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
title_full ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
title_fullStr ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
title_full_unstemmed ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
title_sort ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
dc.creator.none.fl_str_mv Romero Cuadros, Italo Brayan
Gamboa Unsihuay, Jesús Eduardo
author Romero Cuadros, Italo Brayan
author_facet Romero Cuadros, Italo Brayan
Gamboa Unsihuay, Jesús Eduardo
author_role author
author2 Gamboa Unsihuay, Jesús Eduardo
author2_role author
dc.subject.none.fl_str_mv clusters; time series; dynamic time warping; silhouette index; public spending; efficiency.
conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia.
topic clusters; time series; dynamic time warping; silhouette index; public spending; efficiency.
conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia.
description Public spending should be aimed at improving the level of well-being of the citizens of a given region, meeting efficiency and equity goals. The purpose of this document is to visualize the behavior of indicators for the period 2001-2019 in a general and sectoral manner in education, health, through the Free Disposal Hull methodology applying the time series conglomerate technique. The results generate two types of clusters separating regions that apply good results and another group that obtain adverse results both at the sectoral level for education, health, and globally, due to regions with high performance and comparatively lower public spending. It is concluded that having a greater amount of resources from the public sector does not necessarily mean greater development of said region, other possible factors should be considered, as is the case of regions such as Apurímac, Ayacucho and Huancavelica that have a high presence of public spending, present a relatively low performance compared to the other regions in all the sectors analyzed, indicating that efficiency should be improved by using a smaller amount of tax revenue.
publishDate 2023
dc.date.none.fl_str_mv 2023-08-18
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.unfv.edu.pe/RCV/article/view/1603
url https://revistas.unfv.edu.pe/RCV/article/view/1603
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.unfv.edu.pe/RCV/article/view/1603/2534
https://revistas.unfv.edu.pe/RCV/article/view/1603/2535
https://revistas.unfv.edu.pe/RCV/article/view/1603/2536
dc.rights.none.fl_str_mv Derechos de autor 2023 Jesús Eduardo Gamboa Unsihuay
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2023 Jesús Eduardo Gamboa Unsihuay
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
application/epub+zip
dc.publisher.none.fl_str_mv Universidad Nacional Federico Villarreal
publisher.none.fl_str_mv Universidad Nacional Federico Villarreal
dc.source.none.fl_str_mv Cátedra Villarreal; Vol. 11 No. 1 (2023): Cátedra Villarreal; 36-47
Cátedra Villarreal; Vol. 11 Núm. 1 (2023): Cátedra Villarreal; 36-47
2311-2212
2310-4767
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institution UNFV
reponame_str Revistas - Universidad Nacional Federico Villarreal
collection Revistas - Universidad Nacional Federico Villarreal
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